Triple

T18656020
Position Surface form Disambiguated ID Type / Status
Subject Bank of Zambia E456065 entity
Predicate hasMotto P42 FINISHED
Object "Price and Financial System Stability for Inclusive Growth"
"Price and Financial System Stability for Inclusive Growth" is the official motto of the Bank of Zambia, emphasizing its commitment to maintaining economic stability that supports broad-based, inclusive development.
E1336267 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: "Price and Financial System Stability for Inclusive Growth" | Statement: [Bank of Zambia, hasMotto, "Price and Financial System Stability for Inclusive Growth"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Price and Financial System Stability for Inclusive Growth"
Context triple: [Bank of Zambia, hasMotto, "Price and Financial System Stability for Inclusive Growth"]
  • A. Can "It" Happen Again? Essays on Instability and Finance
    Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
  • B. The Global Financial Environment
    The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
  • C. “Monetary Policy, Financial Conditions, and Financial Stability”
    “Monetary Policy, Financial Conditions, and Financial Stability” is an influential economics paper by Mark Gertler that analyzes how monetary policy interacts with financial markets and institutions to affect overall financial stability.
  • D. Stabilizing an Unstable Economy
    "Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
  • E. Interest and Prices: Foundations of a Theory of Monetary Policy
    Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: "Price and Financial System Stability for Inclusive Growth"
Triple: [Bank of Zambia, hasMotto, "Price and Financial System Stability for Inclusive Growth"]
Generated description
"Price and Financial System Stability for Inclusive Growth" is the official motto of the Bank of Zambia, emphasizing its commitment to maintaining economic stability that supports broad-based, inclusive development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Price and Financial System Stability for Inclusive Growth"
Target entity description: "Price and Financial System Stability for Inclusive Growth" is the official motto of the Bank of Zambia, emphasizing its commitment to maintaining economic stability that supports broad-based, inclusive development.
  • A. Can "It" Happen Again? Essays on Instability and Finance
    Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
  • B. The Global Financial Environment
    The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
  • C. “Monetary Policy, Financial Conditions, and Financial Stability”
    “Monetary Policy, Financial Conditions, and Financial Stability” is an influential economics paper by Mark Gertler that analyzes how monetary policy interacts with financial markets and institutions to affect overall financial stability.
  • D. Stabilizing an Unstable Economy
    "Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
  • E. Interest and Prices: Foundations of a Theory of Monetary Policy
    Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172321648190bdce686bb4a2d4c2 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05185f550081909a284d833f992da4 completed May 14, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a05190b081481909af7b7aec70d9646 completed May 14, 2026, 12:36 a.m.
Created at: April 10, 2026, 11:47 a.m.